References
- Abdellatif, A. A., A. Mohamed, C. F. Chiasserini, M. Tlili, and A. Erbad. 2019. “Edge Computing for Smart Health: Context-Aware Approaches, Opportunities, and Challenges.” IEEE Network. 33 (3): 196–203. doi:https://doi.org/10.1109/MNET.2019.1800083.
- Aceto, G., V. Persico, and A. Pescapé. 2018. “The Role of Information and Communication Technologies in Healthcare: Taxonomies, Perspectives, and Challenges.” Journal of Network and Computer Applications 107: 125–154. doi:https://doi.org/10.1016/j.jnca.2018.02.008.
- Agha, L. 2014. “The Effects of Health Information Technology on the Costs and Quality of Medical Care.” Journal of Health Economics 34: 19–30. doi:https://doi.org/10.1016/j.jhealeco.2013.12.005.
- Alharbi, F., A. Atkins, C. Stanier, and H. Al-Buti. 2016. “Strategic Value of Cloud Computing in Healthcare Organizations Using the Balanced Scorecard Approach: A Case Study from a Saudi Hospital.” Procedia Computer Science 98: 332–339. doi:https://doi.org/10.1016/j.procs.2016.09.050.
- Alhussein, M., G. Muhammad, M. Hossain, and S. Amin. 2018. “Cognitive IoT-Cloud Integration for Smart Healthcare: Case Study for Epileptic Seizure Detection and Monitoring.” Mobile Networks and Applications 23 (6): 1624–1635. doi:https://doi.org/10.1007/s11036-018-1113-0.
- Ali, O., A. Shrestha, J. Soar, and S. Wamba. 2018. “Cloud Computing-Enabled Healthcare Opportunities, Issues, and Applications: A Systematic Review.” International Journal of Information Management 43: 146–158. doi:https://doi.org/10.1016/j.ijinfomgt.2018.07.009.
- Alloghani, M., D. Al-Jumeily, A. Hussain, A. Aljaaf, J. Mustafina, and E. Petrov. 2018. “Healthcare Services Innovations Based on the State of the Art Technology Trend Industry 4.0.” Paper presented at the 11th International Conference on Developments in eSystems Engineering (DeSE), Cambridge, UK, September 2–5.
- Alrige, M., and S. Chatterjee. 2015. “Toward a Taxonomy of Wearable Technologies in Healthcare.” Paper presented at the 10th International Conference on Design Science Research in Information Systems and Technology, Dublin, Ireland, May 21–22.
- Arntz, M., T. Gregory, and U. Zierahn. 2016. The risk of automation for jobs in OECD countries. Accessed 18 August 2019. https://www.oecd-ilibrary.org/social-issues-migration-health/the-risk-of-automation-for-jobs-in-oecd-countries_5jlz9h56dvq7-en
- Bagozzi, R., and Y. Yi. 1988. “On the Evaluation of Structural Equation Models.” Journal of the Academy of Marketing Science 16 (1): 74–94. doi:https://doi.org/10.1007/BF02723327.
- Baker, S. B., W. Xiang, and I. Atkinson. 2017. “Internet of Things for Smart Healthcare: Technologies, Challenges, and Opportunities.” IEEE Access 5: 26521–26544. doi:https://doi.org/10.1109/ACCESS.2017.2775180.
- Bardhan, I., and M. Thouin. 2013. “Health Information Technology and Its Impact on the Quality and Cost of Healthcare Delivery.” Decision Support Systems 55 (2): 438–449. doi:https://doi.org/10.1016/j.dss.2012.10.003.
- Bauer, W., M. Hämmerle, S. Schlund, and C. Vocke. 2015. “Transforming to a Hyper-Connected Society and Economy–towards an “Industry 4.0.” Procedia Manufacturing 3: 417–424. doi:https://doi.org/10.1016/j.promfg.2015.07.200.
- Benešová, A., and J. Tupa. 2017. “Requirements for Education and Qualification of People in Industry 4.0.” Procedia Manufacturing 11: 2195–2202. doi:https://doi.org/10.1016/j.promfg.2017.07.366.
- Bentler, P., and C. Chou. 1987. “Practical Issues in Structural Modeling.” Sociological Methods & Research 16 (1): 78–117. doi:https://doi.org/10.1177/0049124187016001004.
- Bibby, L., and B. Dehe. 2018. “Defining and Assessing Industry 4.0 Maturity Levels–Case of the Defence Sector.” Production Planning & Control 29 (12): 1030–1043. doi:https://doi.org/10.1080/09537287.2018.1503355.
- Bradley, R., T. Esper, J. In, K. Lee, B. Bichescu, and T. Byrd. 2018. “The Joint Use of RFID and EDI: Implications for Hospital Performance.” Production and Operations Management 27 (11): 2071–2090. doi:https://doi.org/10.1111/poms.12955.
- Brazilian National Confederation of Industry. 2016. “Industry 4.0: A New Challenge for Brazilian Industry.” CNI Indicators 17 (2):1–16.
- Brewer, M. B., and W. Crano. 2000. “Research Design and Issues of Validity.” In Handbook of Research Methods in Social and Personality Psychology, edited by H. T. Reis and C. M. Judd, 3–16. Cambridge, UK: Cambridge University Press.
- Cannon Group. 2019. Industry 4.0: the “Fourth Industrial Revolution” and smart factory concept. Accessed 17 July 2019. http://www.cannonautomata-applications.com/industry40/
- Cecconi, F. (Ed.). 2016. New Frontiers in the Study of Social Phenomena: Cognition, Complexity, Adaptation. London, UK: Springer.
- Cestari, V. R. F., M. A. Ferreira, T. S. Garces, M. M. Moreira,T, V. L. M. De Paula Pessoa, and I. V. Barbosa. 2017. “Aplicabilidade De Inovações e Tecnologias Assistenciais Para a Segurança Dopaciente: revisão Integrativa.” Cogitare Enfermagem 22 (3).
- Chassin, M., and J. Loeb. 2013. “High-Reliability Health Care: Getting There from Here.” The Milbank Quarterly 91 (3): 459–490. doi:https://doi.org/10.1111/1468-0009.12023.
- Cheng, G. J., L. T. Liu, X. J. Qiang, and Y. Liu. 2016. “Industry 4.0 Development and Application of Intelligent Manufacturing.” Paper presented at the 2016 International Conference on Information System and Artificial Intelligence (ISAI), Hong Kong, China, June 24–26.
- Chong, A., M. Liu, J. Luo, and O. Keng-Boon. 2015. “Predicting RFID Adoption in Healthcare Supply Chain from the Perspectives of Users.” International Journal of Production Economics 159: 66–75. doi:https://doi.org/10.1016/j.ijpe.2014.09.034.
- Ciuti, G., R. Caliò, D. Camboni, L. Neri, F. Bianchi, A. Arezzo. and B. Magnani 2016. “Frontiers of Robotic Endoscopic Capsules: A Review.” Journal of Micro-Bio Robotics 11 (1): 1–18. doi:https://doi.org/10.1007/s12213-016-0087-x.
- Cooper, R., and M. Foster. 1971. “Sociotechnical Systems.” American Psychologist 26 (5): 467–474. doi:https://doi.org/10.1037/h0031539.
- Curatolo, N., S. Lamouri, J. Huet, and A. Rieutord. 2014. “A Critical Analysis of Lean Approach Structuring in Hospitals.” Business Process Management Journal 20 (3): 433–454. doi:https://doi.org/10.1108/BPMJ-04-2013-0051.
- Dalenogare, L., G. Benitez, N. Ayala, and A. Frank. 2018. “The Expected Contribution of Industry 4.0 Technologies for Industrial Performance.” International Journal of Production Economics 204: 383–394. doi:https://doi.org/10.1016/j.ijpe.2018.08.019.
- Das, S., U. Yaylacicegi, and N. Menon. 2011. “The Effect of Information Technology Investments in Healthcare: A Longitudinal Study of Its Lag, Duration, and Economic Value.” IEEE Transactions on Engineering Management 58 (1): 124–140. doi:https://doi.org/10.1109/TEM.2010.2048906.
- Dautov, R., S. Distefano, and R. Buyya. 2019. “Hierarchical Data Fusion for Smart Healthcare.” Journal of Big Data 6 (1): 19. doi:https://doi.org/10.1186/s40537-019-0183-6.
- Demirkan, H. 2013. “A Smart Healthcare Systems Framework.” IT Professional 15 (5): 38–45. doi:https://doi.org/10.1109/MITP.2013.35.
- Dent, M., and M. Pahor. 2015. “Patient Involvement in Europe-a comparative framework.” Journal of Health Organization and Management 29 (5): 546–555. doi:https://doi.org/10.1108/JHOM-05-2015-0078.
- Dombrowski, U., and T. Wagner. 2014. “Mental Strain as Field of Action in the 4th Industrial Revolution.” Procedia CIRP 17: 100–105. doi:https://doi.org/10.1016/j.procir.2014.01.077.
- Dworschak, B., and H. Zaiser. 2014. “Competences for Cyber-Physical Systems in Manufacturing – First Findings and Scenarios.” Procedia CIRP 25: 345–348. doi:https://doi.org/10.1016/j.procir.2014.10.048.
- Elhoseny, M., A. Abdelaziz, A. Salama, A. Riad, K. Muhammad, and A. Sangaiah. 2018. “A Hybrid Model of Internet of Things and Cloud Computing to Manage Big Data in Health Services Applications.” Future Generation Computer Systems 86: 1383–1394. doi:https://doi.org/10.1016/j.future.2018.03.005.
- Fabrigar, L., D. Wegener, R. MacCallum, and E. Strahan. 1999. “Evaluating the Use of Exploratory Factor Analysis in Psychological Research.” Psychological Methods 4 (3): 272–299. doi:https://doi.org/10.1037/1082-989X.4.3.272.
- Fatorachian, H., and H. Kazemi. 2018. “A Critical Investigation of Industry 4.0 in Manufacturing: Theoretical Operationalisation Framework.” Production Planning & Control 29 (8): 633–644. doi:https://doi.org/10.1080/09537287.2018.1424960.
- Fatorachian, H., and H. Kazemi. 2020. “Impact of Industry 4.0 on Supply Chain Performance.” Production Planning & Control. Advance online publication.
- Finch, J., and S. West. 1997. “The Investigation of Personality Structure: Statistical Models.” Journal of Research in Personality 31 (4): 439–485. doi:https://doi.org/10.1006/jrpe.1997.2194.
- Fornell, C., and D. Larcker. 1981. “Evaluating Structural Equation Models with Unobservable Variables and Measurement Error.” Journal of Marketing Research 18 (1): 39–50. doi:https://doi.org/10.1177/002224378101800104.
- Fosso Wamba, S., and E. W. Ngai. 2015. “Importance of Issues Related to RFID-Enabled Healthcare Transformation Projects: Results from a Delphi Study.” Production Planning & Control 26 (1): 19–33. doi:https://doi.org/10.1080/09537287.2013.840015.
- Fournier, P., and M. Jobin. 2018. “Understanding before Implementing: The Context of Lean in Public Healthcare Organizations.” Public Money & Management 38 (1): 37–44. doi:https://doi.org/10.1080/09540962.2018.1389505.
- Garai, Á., I. Péntek, A. Adamkó, and Á. Németh. 2017. “A Clinical System Integration Methodology for Bio-Sensory Technology with Cloud Architecture.” Acta Cybernetica 23 (2): 513–536. doi:https://doi.org/10.14232/actacyb.23.2.2017.6.
- García-Villarreal, E., R. Bhamra, and M. Schoenheit. 2019. “Critical Success Factors of Medical Technology Supply Chains.” Production Planning & Control 30 (9): 716–735. doi:https://doi.org/10.1080/09537287.2019.1572248.
- Gastaldi, L., and M. Corso. 2012. “Smart Healthcare Digitalization: Using ICT to Effectively Balance Exploration and Exploitation within Hospitals.” International Journal of Engineering Business Management 4: 9. doi:https://doi.org/10.5772/51643.
- Gayed, B., S. Black, J. Daggy, and I. Munshi. 2013. “Redesigning a Joint Replacement Program Using Lean Six Sigma in a Veterans Affairs Hospital.” JAMA Surgery 148 (11): 1050–1056. doi:https://doi.org/10.1001/jamasurg.2013.3598.
- Gómez, A., and M. C. Carnero. 2011. “Selection of a Computerised Maintenance Management System: A Case Study in a Regional Health Service.” Production Planning & Control 22 (4): 426–436. doi:https://doi.org/10.1080/09537287.2010.500455.
- Goodwin, C. 2005. Research in Psychology: Methods and Design. New York, NY: John Wiley & Sons, Inc.
- Guha, S., and S. Kumar. 2018. “Emergence of Big Data Research in Operations Management, Information Systems, and Healthcare: Past Contributions and Future Roadmap.” Production and Operations Management 27 (9): 1724–1735. doi:https://doi.org/10.1111/poms.12833.
- Guillén, A. J., A. Crespo, M. Macchi, and J. Gómez. 2016. “On the Role of Prognostics and Health Management in Advanced Maintenance Systems.” Production Planning & Control 27 (12): 991–1004. doi:https://doi.org/10.1080/09537287.2016.1171920.
- Hair, J., W. Black, B. Babin, and R. Anderson. 2014. Multivariate Data Analysis. 7th ed. Harlow, UK: Pearson.
- Hall, W., I. Williams, N. Smith, M. Gold, J. Coast, L. Kapiriri. and C. Mitton 2018. “Past, Present and Future Challenges in Health Care Priority Setting: findings from an International Expert Survey.” Journal of Health Organization and Management 32 (3): 444–462. doi:https://doi.org/10.1108/JHOM-01-2018-0005.
- Hamidi, H. 2019. “An Approach to Develop the Smart Health Using Internet of Things and Authentication Based on Biometric Technology.” Future Generation Computer Systems 91: 434–449. doi:https://doi.org/10.1016/j.future.2018.09.024.
- Heifetz, R., A. Grashow, and M. Linsky. 2009. The Practice of Adaptive Leadership: Tools and Tactics for Changing Your Organization and the World. Brighton, MA: Harvard Business Press.
- Hermann, M., T. Pentek, and B. Otto. 2016. “Design Principles for Industrie 4.0 Scenarios.” Paper presented at the 49th Hawaii International Conference on System Sciences (HICSS), Kauai, HI, January 5–8.
- Hu, L., and P. Bentler. 1999. “Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria versus New Alternatives.” Structural Equation Modeling: A Multidisciplinary Journal 6 (1): 1–55. doi:https://doi.org/10.1080/10705519909540118.
- Hua, Y. 2007. “Double-Loop Learning Control (DLC) Model for Reengineering: A ‘Yin’ and ‘Yang’ Balanced Approach for Effective Organizational Change.” International Journal of Production Economics 110: 336–350.
- Huber, G., and D. Power. 1985. “Retrospective Reports of Strategic-Level Managers: guidelines for Increasing Their Accuracy.” Strategic Management Journal 6 (2): 171–180. doi:https://doi.org/10.1002/smj.4250060206.
- Jimmerson, C., D. Weber, and D. Sobek. 2005. “Reducing Waste and Errors: Piloting Lean Principles at Intermountain Healthcare.” The Joint Commission Journal on Quality and Patient Safety 31 (5): 249–257. doi:https://doi.org/10.1016/S1553-7250(05)31032-4.
- Kothari, C. R. 2004. Research Methodology: Methods and Techniques. Mumbai, India: New Age International.
- Lasi, H., P. Fettke, H. Kemper, T. Feld, and M. Hoffmann. 2014. “Industry 4.0.” Business & Information Systems Engineering 6: 239–242.
- Lawson, E., and C. Price. 2003. “The Psychology of Change Management.” The McKinsey Quarterly, June 1. https://www.mckinsey.com/business-functions/organization/our-insights/the-psychology-of-change-management
- Levitt, B., and J. March. 1988. “Organizational Learning.” Annual Review of Sociology 14 (1): 319–340. doi:https://doi.org/10.1146/annurev.so.14.080188.001535.
- Liao, Y., F. Deschamps, E. Loures, and L. Ramos. 2017. “Past, Present and Future of Industry 4.0-a Systematic Literature Review and Research Agenda Proposal.” International Journal of Production Research 55 (12): 3609–3629. doi:https://doi.org/10.1080/00207543.2017.1308576.
- Long, S. 2018. Socioanalytic Methods: Discovering the Hidden in Organizations and Social Systems. London, UK: Routledge.
- Lu, Y. 2017. “Industry 4.0: A Survey on Technologies, Applications and Open Research Issues.” Journal of Industrial Information Integration 6: 1–10. doi:https://doi.org/10.1016/j.jii.2017.04.005.
- Malhotra, N., D. Birks, and P. Wills. 2006. Marketing Research: An Applied Approach. London, UK: Pearson Education.
- Marodin, G., A. Frank, G. Tortorella, and T. Netland. 2018. “Lean Product Development and Lean Manufacturing: Testing Moderation Effects.” International Journal of Production Economics 203: 301–310. doi:https://doi.org/10.1016/j.ijpe.2018.07.009.
- Mazzocato, P., R. Holden, M. Brommels, H. Aronsson, U. Bäckman, M. Elg, and J. Thor. 2012. “How Does Lean Work in Emergency Care? a Case Study of a lean-inspired intervention at the Astrid Lindgren Children’s hospital, Stockholm, Sweden.” BMC Health Services Research 12 (28): 28. doi:https://doi.org/10.1186/1472-6963-12-28.
- Menon, N., and B. Lee. 2000. “Cost Control and Production Performance Enhancement by IT Investment and Regulation Changes: Evidence from the Healthcare Industry.” Decision Support Systems 30 (2): 153–169. doi:https://doi.org/10.1016/S0167-9236(00)00095-6.
- Mexican Ministry of Economy. 2016. Crafting the Future: A Roadmap for Industry 4.0 in Mexico. Accessed 17 July 2019. www.gob.mx/se
- Meyers, L., G. Gamst, and A. Guarino. 2006. Applied Multivariate Research. Thousand Oaks, CA: Sage Publications.
- Montgomery, D. 2013. Design and Analysis of Experiments. New York, NY: Wiley.
- Moo-Young, J., F. Sylvester, R. Dancel, S. Galin, H. Troxler, and K. Bradford. 2019. “Impact of a Quality Improvement Initiative to Optimize the Discharge Process of Pediatric Gastroenterology Patients at an Academic Children’s Hospital.” Pediatric Quality and Safety 4 (5): e213.
- Moyano-Fuentes, J., S. Bruque-Cámara, and J. Maqueira-Marín. 2019. “Development and Validation of a Lean Supply Chain Management Measurement Instrument.” Production Planning & Control 30 (1): 20–32. doi:https://doi.org/10.1080/09537287.2018.1519731.
- Munzer, B. W., M. M. Khan, B. Shipman, and P. Mahajan. 2019. “Augmented Reality in Emergency Medicine: A Scoping Review.” Journal of Medical Internet Research 21 (4): e12368. doi:https://doi.org/10.2196/12368.
- Nair, A., and D. Dreyfus. 2018. “Technology Alignment in the Presence of Regulatory Changes: The Case of Meaningful Use of Information Technology in healthcare.” International Journal of Medical Informatics 110: 42–51. doi:https://doi.org/10.1016/j.ijmedinf.2017.11.012.
- New, S., M. Hadi, S. Pickering, E. Robertson, L. Morgan, D. Griffin, G. Collins, O. Rivero-Arias, K. Catchpole, and P. McCulloch. 2016. “Lean Participative Process Improvement: Outcomes and Obstacles in Trauma Orthopaedics.” PLoS One 11 (4): e0152360. doi:https://doi.org/10.1371/journal.pone.0152360.
- Oueida, S., Y. Kotb, M. Aloqaily, Y. Jararweh, and T. Baker. 2018. “An Edge Computing Based Smart Healthcare Framework for Resource Management.” Sensors 18 (12): 4307. doi:https://doi.org/10.3390/s18124307.
- Pace, P., G. Aloi, R. Gravina, G. Caliciuri, G. Fortino, and A. Liotta. 2019. “An Edge-Based Architecture to Support Efficient Applications for Healthcare Industry 4.0.” IEEE Transactions on Industrial Informatics 15 (1): 481–489. doi:https://doi.org/10.1109/TII.2018.2843169.
- Pan, J., S. Ding, D. Wu, S. Yang, and J. Yang. 2019. “Exploring Behavioural Intentions toward Smart Healthcare Services among Medical Practitioners: A Technology Transfer Perspective.” International Journal of Production Research 57 (18): 5801–5820. doi:https://doi.org/10.1080/00207543.2018.1550272.
- Pardede, A. M. H. 2018. “Framework for Patient Service Queue System for Decision Support System on Smart Health Care.” International Journal of Engineering & Technology 7 (2.13): 337–340.
- Podsakoff, P., and D. Organ. 1986. “Self-Reports in Organizational Research: Problems and Prospects.” Journal of Management 12 (4): 531–544. doi:https://doi.org/10.1177/014920638601200408.
- Podsakoff, P., S. MacKenzie, J. Lee, and N. Podsakoff. 2003. “Common Method Biases in Behavioral Research: A Critical Review of the Literature and Recommended remedies.” Journal of Applied Psychology 88 (5): 879–903. doi:https://doi.org/10.1037/0021-9010.88.5.879.
- PWC. 2019. Next Manufacturing: Industry 4.0. Accessed 17 July 2019. https://www.pwc.com/us/en/industries/industrial-products/next-manufacturing.html?WT.mc_id=CT3-PL300-DM1-TR1-LS40-ND40-TTA9-CN_IndustrialProducts-Google&eq=CT3-PL300-DM1-CN_IndustrialProducts-Google
- Rossini, M., F. Costa, G. Tortorella, and A. Portioli-Staudacher. 2019. “The Interrelation between Industry 4.0 and Lean Production: An Empirical Study on European Manufacturers.” The International Journal of Advanced Manufacturing Technology 102 (9–12): 3963–3976. doi:https://doi.org/10.1007/s00170-019-03441-7.
- Sakr, S., and A. Elgammal. 2016. “Towards a Comprehensive Data Analytics Framework for Smart Healthcare Services.” Big Data Research 4: 44–58. doi:https://doi.org/10.1016/j.bdr.2016.05.002.
- Sannino, G., I. De Falco, and G. De Pietro. 2019. “A Continuous Noninvasive Arterial Pressure (CNAP) Approach for Health 4.0 Systems.” IEEE Transactions on Industrial Informatics 15 (1): 498–506. doi:https://doi.org/10.1109/TII.2018.2832081.
- Salvato, C., and R. Vassolo. 2018. “The Sources of Dynamism in Dynamic Capabilities.” Strategic Management Journal 39 (6): 1728–1752. doi:https://doi.org/10.1002/smj.2703.
- Saxena, D., and V. Raychoudhury. 2019. “Design and Verification of an NDN-Based Safety-Critical Application: A Case Study with Smart Healthcare.” IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (5): 991–1005. doi:https://doi.org/10.1109/TSMC.2017.2723843.
- Schilke, O. 2014. “The Contingent Value of Dynamic Capabilities for Competitive Advantage: The Nonlinear Moderating Effect of Environmental Dynamism.” Strategic Management Journal 35 (2): 179–203. doi:https://doi.org/10.1002/smj.2099.
- Schroeder, A., A. Ziaee Bigdeli, C. Galera Zarco, and T. Baines. 2019. “Capturing the Benefits of Industry 4.0: A Business Network Perspective.” Production Planning & Control 30 (16): 1305–1321. doi:https://doi.org/10.1080/09537287.2019.1612111.
- Sharma, L., A. Chandrasekaran, K. K. Boyer, and C. M. McDermott. 2016. “The Impact of Health Information Technology Bundles on Hospital Performance: An Econometric Study.” Journal of Operations Management 41 (1): 25–41. doi:https://doi.org/10.1016/j.jom.2015.10.001.
- Shah, R., and P. Ward. 2003. “Lean Manufacturing: Context, Practice Bundles, and Performance.” Journal of Operations Management 21 (2): 129–149. doi:https://doi.org/10.1016/S0272-6963(02)00108-0.
- Simms, H. 2005. Organizational Behaviour and Change Management. Cambridge, UK: University of Cambridge.
- Sittig, D., and H. Singh. 2015. “A New Socio-Technical Model for Studying Health Information Technology in Complex Adaptive Healthcare Systems.” In Cognitive Informatics for Biomedicine, edited by V. Patel, T. Kannampallil, and D. Kaufman, 59–80. Cham, Switzerland: Springer,
- Smith, T. 1983. “On the Validity of Inferences from Non‐Random Samples.” Journal of the Royal Statistical Society: Series A (General) 146 (4): 394–403. doi:https://doi.org/10.2307/2981454.
- Sony, M., and S. Naik. 2020. “Critical Factors for the Successful Implementation of Industry 4.0: A Review and Future Research Direction.” Production Planning & Control 31 (10): 799–815. doi:https://doi.org/10.1080/09537287.2019.1691278.
- Sovacool, B. K., and D. J. Hess. 2017. “Ordering Theories: Typologies and Conceptual Frameworks for Sociotechnical Change.” Social Studies of Science 47 (5): 703–750. doi:https://doi.org/10.1177/0306312717709363.
- Sultan, N. 2014. “Making Use of Cloud Computing for Healthcare Provision: Opportunities and Challenges.” International Journal of Information Management 34 (2): 177–184. doi:https://doi.org/10.1016/j.ijinfomgt.2013.12.011.
- Tabachnik, B., and L. Fidell. 2007. Using Multivariate Statistics. Boston, MA: Allyn and Bacon.
- Thoben, K. D., S. Wiesner, and T. Wuest. 2017. “Industrie 4.0” and Smart Manufacturing-a Review of Research Issues and Application Examples.” International Journal of Automation Technology 11 (1): 4–16. doi:https://doi.org/10.20965/ijat.2017.p0004.
- Thuemmler, C., and Bai, C. (Eds.). 2017. Health 4.0: How Virtualization and Big Data Are Revolutionizing Healthcare. New York, NY: Springer.
- Tlapa, D., C. Zepeda-Lugo, G. Tortorella, Y. Baez-Lopez, J. Limon-Romero, A. Alvarado-Iniesta, and M. Rodriguez-Borbon. 2020. “Effects of Lean Healthcare on Patient Flow: A Systematic Review.” Value in Health: The Journal of the International Society for Pharmacoeconomics and Outcomes Research 23 (2): 260–273. doi:https://doi.org/10.1016/j.jval.2019.11.002.
- Tortorella, Guilherme Luz, and Diego Fettermann. 2018. “Implementation of Industry 4.0 AND Lean Production in Brazilian Manufacturing Companies.” International Journal of Production Research 56 (8): 2975–2987. doi:https://doi.org/10.1080/00207543.2017.1391420.
- Tortorella, G., F. Fogliatto, A. Vergara, R. Vassolo, and R. Sawhney. 2020. “Healthcare 4.0: Trends, Challenges and Research Directions.” Production Planning & Control. Advance online publication. doi:https://doi.org/10.1080/09537287.2019.1702226.
- Tortorella, G., F. Fogliatto, K. Espôsto, A. Vergara, R. Vassolo, D. Mendoza, and G. Narayanamurthy. 2020. “Effects of Contingencies on Healthcare 4.0 Technologies Adoption and Barriers in Emerging Economies.” Technological Forecasting and Social Change 156: 120048. doi:https://doi.org/10.1016/j.techfore.2020.120048.
- Tortorella, G., R. Miorando, and G. Marodin. 2017. “Lean Supply Chain Management: Empirical Research on Practices, Contexts and Performance.” International Journal of Production Economics 193: 98–112. doi:https://doi.org/10.1016/j.ijpe.2017.07.006.
- Tortorella, G., A. Vergara, J. Garza-Reyes, and R. Sawhney. 2020. “Organizational Learning Paths Based upon Industry 4.0 Adoption: An Empirical Study with Brazilian Manufacturers.” International Journal of Production Economics 219: 284–294. doi:https://doi.org/10.1016/j.ijpe.2019.06.023.
- Vest, J., and L. Gamm. 2009. “A Critical Review of the Research Literature on Six Sigma, Lean and StuderGroup’s Hardwiring Excellence in the United States: The need to demonstrate and communicate the effectiveness of transformation strategies in healthcare.” Implementation Science 4 (1): 35. doi:https://doi.org/10.1186/1748-5908-4-35.
- Vogenberg, F., and M. Smart. 2018. “Regulatory Change versus Legislation Impacting Health Care Decisions and Delivery.” P & T: A Peer-Reviewed Journal for Formulary Management 43 (1): 34–38.
- Walker, G., N. Stanton, P. Salmon, and D. Jenkins. 2008. “A Review of Sociotechnical Systems Theory: A Classic Concept for New Command and Control Paradigms.” Theoretical Issues in Ergonomics Science 9 (6): 479–499. doi:https://doi.org/10.1080/14639220701635470.
- Wang, J., X. Huang, S. Y. Tang, G. M. Shi, X. Ma, and J. Guo. 2018. “Blood Triglyceride Monitoring with Smartphone as Electrochemical Analyzer for Cardiovascular Disease Prevention.” IEEE J Biomed Health Inform 23 (1): 66–71. doi:https://doi.org/10.1109/JBHI.2018.2845860.
- Wang, Y., L. Kung, and T. A. Byrd. 2018. “Big Data Analytics: Understanding Its Capabilities and Potential Benefits for Healthcare Organizations.” Technological Forecasting and Social Change 126: 3–13. doi:https://doi.org/10.1016/j.techfore.2015.12.019.
- Williams, C., Y. Asi, A. Raffenaud, M. Bagwell, and I. Zeini. 2016. “The Effect of Information Technology on Hospital Performance.” Health Care Management Science 19 (4): 338–346. doi:https://doi.org/10.1007/s10729-015-9329-z.
- Wolf, B., and C. Scholze. 2017. “Medicine 4.0: The Role of Electronics, Information Technology and Microsystems in Modern Medicine.” Current Directions in Biomedical Engineering 3 (2): 183–186. doi:https://doi.org/10.1515/cdbme-2017-0038.
- Xu, L., E. L. Xu, and L. Li. 2018. “Industry 4.0: State of the Art and Future Trends.” International Journal of Production Research 56 (8): 2941–2962. doi:https://doi.org/10.1080/00207543.2018.1444806.
- Yang, J. J., J. Li, J. Mulder, Y. Wang, S. Chen, H. Wu, Q. Wang, and H. Pan. 2015. “Emerging Information Technologies for Enhanced Healthcare.” Computers in Industry 69: 3–11. doi:https://doi.org/10.1016/j.compind.2015.01.012.
- Yin, Y, Y. Zeng, X. Chen, and Y. Fan. 2016. “The Internet of Things in Healthcare: An Overview.” Journal of Industrial Information Integration 1: 3–13. doi:https://doi.org/10.1016/j.jii.2016.03.004.
- Zhang, Y., M. Qiu, C. W. Tsai, M. M. Hassan, and A. Alamri. 2017. “Health-CPS: Healthcare Cyber-Physical System Assisted by Cloud and Big Data.” IEEE Systems Journal 11 (1): 88–95. doi:https://doi.org/10.1109/JSYST.2015.2460747.